Zhikai Chen

Relatron: Automating Relational Machine Learning over Relational Databases

A Pre-training Framework for Relational Data with Information-theoretic Principles

AutoG: Towards automatic graph construction from tabular data

One Model for One Graph: A New Perspective for Pretraining with Cross-domain Graphs

Learning on Graphs with Large Language Models (LLMs): A Deep Dive into Model Robustness